Matches in SemOpenAlex for { <https://semopenalex.org/work/W1990026791> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W1990026791 abstract "Identifying, formalizing and combining biological mechanisms which implement known brain functions, such as prediction, is a main aspect of current research in theoretical neuroscience. In this letter, the mechanisms of Spike Timing Dependent Plasticity (STDP) and homeostatic plasticity, combined in an original mathematical formalism, are shown to shape recurrent neural networks into predictors. Following a rigorous mathematical treatment, we prove that they implement the online gradient descent of a distance between the network activity and its stimuli. The convergence to an equilibrium, where the network can spontaneously reproduce or predict its stimuli, does not suffer from bifurcation issues usually encountered in learning in recurrent neural networks." @default.
- W1990026791 created "2016-06-24" @default.
- W1990026791 creator A5076695242 @default.
- W1990026791 creator A5087628438 @default.
- W1990026791 date "2012-06-21" @default.
- W1990026791 modified "2023-10-01" @default.
- W1990026791 title "A biological gradient descent for prediction through a combination of STDP and homeostatic plasticity" @default.
- W1990026791 hasPublicationYear "2012" @default.
- W1990026791 type Work @default.
- W1990026791 sameAs 1990026791 @default.
- W1990026791 citedByCount "0" @default.
- W1990026791 crossrefType "posted-content" @default.
- W1990026791 hasAuthorship W1990026791A5076695242 @default.
- W1990026791 hasAuthorship W1990026791A5087628438 @default.
- W1990026791 hasConcept C119857082 @default.
- W1990026791 hasConcept C121332964 @default.
- W1990026791 hasConcept C153258448 @default.
- W1990026791 hasConcept C154945302 @default.
- W1990026791 hasConcept C15744967 @default.
- W1990026791 hasConcept C162324750 @default.
- W1990026791 hasConcept C169760540 @default.
- W1990026791 hasConcept C170493617 @default.
- W1990026791 hasConcept C188147891 @default.
- W1990026791 hasConcept C194973443 @default.
- W1990026791 hasConcept C206688291 @default.
- W1990026791 hasConcept C2777303404 @default.
- W1990026791 hasConcept C41008148 @default.
- W1990026791 hasConcept C50522688 @default.
- W1990026791 hasConcept C50644808 @default.
- W1990026791 hasConcept C55493867 @default.
- W1990026791 hasConcept C5687787 @default.
- W1990026791 hasConcept C79186407 @default.
- W1990026791 hasConcept C86803240 @default.
- W1990026791 hasConcept C97355855 @default.
- W1990026791 hasConcept C98229152 @default.
- W1990026791 hasConceptScore W1990026791C119857082 @default.
- W1990026791 hasConceptScore W1990026791C121332964 @default.
- W1990026791 hasConceptScore W1990026791C153258448 @default.
- W1990026791 hasConceptScore W1990026791C154945302 @default.
- W1990026791 hasConceptScore W1990026791C15744967 @default.
- W1990026791 hasConceptScore W1990026791C162324750 @default.
- W1990026791 hasConceptScore W1990026791C169760540 @default.
- W1990026791 hasConceptScore W1990026791C170493617 @default.
- W1990026791 hasConceptScore W1990026791C188147891 @default.
- W1990026791 hasConceptScore W1990026791C194973443 @default.
- W1990026791 hasConceptScore W1990026791C206688291 @default.
- W1990026791 hasConceptScore W1990026791C2777303404 @default.
- W1990026791 hasConceptScore W1990026791C41008148 @default.
- W1990026791 hasConceptScore W1990026791C50522688 @default.
- W1990026791 hasConceptScore W1990026791C50644808 @default.
- W1990026791 hasConceptScore W1990026791C55493867 @default.
- W1990026791 hasConceptScore W1990026791C5687787 @default.
- W1990026791 hasConceptScore W1990026791C79186407 @default.
- W1990026791 hasConceptScore W1990026791C86803240 @default.
- W1990026791 hasConceptScore W1990026791C97355855 @default.
- W1990026791 hasConceptScore W1990026791C98229152 @default.
- W1990026791 hasLocation W19900267911 @default.
- W1990026791 hasOpenAccess W1990026791 @default.
- W1990026791 hasPrimaryLocation W19900267911 @default.
- W1990026791 hasRelatedWork W1973661972 @default.
- W1990026791 hasRelatedWork W1985507594 @default.
- W1990026791 hasRelatedWork W1992564190 @default.
- W1990026791 hasRelatedWork W2106089457 @default.
- W1990026791 hasRelatedWork W2107244895 @default.
- W1990026791 hasRelatedWork W2124985614 @default.
- W1990026791 hasRelatedWork W2183087202 @default.
- W1990026791 hasRelatedWork W2440546250 @default.
- W1990026791 hasRelatedWork W2557101640 @default.
- W1990026791 hasRelatedWork W2620718351 @default.
- W1990026791 hasRelatedWork W2740415740 @default.
- W1990026791 hasRelatedWork W2888947931 @default.
- W1990026791 hasRelatedWork W2950999718 @default.
- W1990026791 hasRelatedWork W2963566722 @default.
- W1990026791 hasRelatedWork W2979267847 @default.
- W1990026791 hasRelatedWork W3035930176 @default.
- W1990026791 hasRelatedWork W3101844643 @default.
- W1990026791 hasRelatedWork W3168145838 @default.
- W1990026791 hasRelatedWork W3199060265 @default.
- W1990026791 hasRelatedWork W3213401654 @default.
- W1990026791 isParatext "false" @default.
- W1990026791 isRetracted "false" @default.
- W1990026791 magId "1990026791" @default.
- W1990026791 workType "article" @default.